Temporal and Spatial Independent Component Analysis for fMRI Data Sets Embedded in the AnalyzeFMRI R Package

Temporal and Spatial Independent Component Analysis for fMRI Data Sets Embedded in the AnalyzeFMRI R Package

For statistical analysis of functional magnetic resonance imaging (fMRI) data sets, we propose a data-driven approach based on independent component analysis (ICA) implemented in a new version of the AnalyzeFMRI R package. For fMRI data sets, spatial dimension being much greater than temporal dimens...

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Bibliographic Details
Main Authors: Pierre Lafaye de Micheaux, Michel Dojat, Cécile Bordier
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2011-10-01
Series:Journal of Statistical Software
Subjects:
magnetic resonance imaging
diffusion
tractography
image processing
machine learning
R.
Online Access:http://www.jstatsoft.org/v44/i09/paper

Internet

http://www.jstatsoft.org/v44/i09/paper

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